pretty_name: DataClue Egocentric Video — Free Sample
license: other
license_name: dataclue-sample-license
license_link: https://dataclue.app/licensing
task_categories:
- robotics
- video-classification
tags:
- egocentric
- first-person
- embodied-ai
- robot-learning
- manipulation
- world-model
- hand-object-interaction
size_categories:
- n<1K
DataClue Egocentric Video — Free Sample
18 de-identified 15-second clips from DataClue's catalog of real-world, first-person video of people doing real work: household chores, factory bench assembly, warehouse picking, retail, food service, trades and office tasks.
The full catalog holds 800,000+ hours in stock, licensable per hour for robot learning, VLA pretraining and world models.
👉 Browse the catalog, watch longer samples and request a quote: dataclue.app
What's in this sample
videos/: one 15 s preview clip per scenario (H.264, 960 px wide, 30 fps, no audio, metadata stripped)metadata.csv: scenario, category, price tier, actions, objects and the source capture specs of each recording
Preview clips are downscaled. Full deliveries are original-quality files with per-session metadata. Most sessions are 1080p at 59.94 fps with embedded IMU, and published source samples run up to 19 minutes of continuous activity.
Scenarios and source specs
| Scenario | Source resolution | FPS | Capture device | Tier |
|---|---|---|---|---|
| Screw and Nut Sorting and Assembly | 1920×1080 | 30 | Stereo wearable rig | Complex scenario ($35/h) |
| Small Electronic Component Insertion and Assembly | 2276×1280 | 30 | Wearable camera | Complex scenario ($35/h) |
| Pancake Cooking and Plating | 1280×720 | 30 | Wearable camera | Complex scenario ($35/h) |
| Vegetable Cutting and Preparation | 1280×720 | 30 | Wearable camera | Complex scenario ($35/h) |
| Handwashing Laundry | 1920×1080 | 59.94 | DJI Osmo Nano | Complex scenario ($35/h) |
| Stocking Warehouse Shelves | 1920×1080 | 59.94 | GoPro HERO13 Black | Standard scenario ($25/h) |
| Parcel Box Folding | 1920×1080 | 30 | Fisheye wearable camera | Standard scenario ($25/h) |
| Manual Pallet Truck Operation | 1920×1080 | 30 | Wearable camera | Standard scenario ($25/h) |
| Product Selection and Shopping Cart Loading | 1280×720 | 30 | Wide-angle wearable camera | Standard scenario ($25/h) |
| Pharmacy Product Picking and Basket Loading | 958×720 | 30 | Fisheye wearable camera | Standard scenario ($25/h) |
| Tableware Wiping | 1920×1080 | 59.94 | GoPro HERO13 Black | Standard scenario ($25/h) |
| Beverage Cup and Lid Assembly | 1920×1080 | 59.94 | GoPro HERO12 Black | Standard scenario ($25/h) |
| Wall Thermostat Installation | 1376×1824 | 30 | Meta smart glasses | Complex scenario ($35/h) |
| Manual Metal Pipe Assembly | 1376×1824 | 30 | Meta smart glasses | Complex scenario ($35/h) |
| Cable Coiling and Organization | 1920×1080 | 59.94 | GoPro HERO13 Black | Complex scenario ($35/h) |
| Paper Clip Linking and Arrangement | 1920×1080 | 59.94 | GoPro HERO13 Black | Standard scenario ($25/h) |
| Moving Packaging Materials in a Shared Area | 1920×1080 | 59.94 | GoPro HERO13 Black | Standard scenario ($25/h) |
| Library Lending Form and Book Organization | 1920×1080 | 59.94 | GoPro HERO13 Black | Standard scenario ($25/h) |
Full catalog
| Dataset | Hours in stock | Scenarios |
|---|---|---|
| Manufacturing & Production | 176,000 | Screw and Nut Sorting and Assembly, Small Electronic Component Insertion and Assembly |
| Household Services | 152,000 | Pancake Cooking and Plating, Vegetable Cutting and Preparation, Handwashing Laundry |
| Warehousing & Logistics | 136,000 | Stocking Warehouse Shelves, Parcel Box Folding, Manual Pallet Truck Operation |
| Retail Services | 120,000 | Product Selection and Shopping Cart Loading, Pharmacy Product Picking and Basket Loading |
| Food Service & Hospitality | 104,000 | Tableware Wiping, Beverage Cup and Lid Assembly |
| Specialized Operations | 72,000 | Wall Thermostat Installation, Manual Metal Pipe Assembly, Cable Coiling and Organization, Paper Clip Linking and Arrangement, Moving Packaging Materials in a Shared Area, Library Lending Form and Book Organization |
| Hospitality & Accommodation | 40,000 | samples on request |
Hour counts are labelled indicative on dataclue.app until audited; deliverable hours are confirmed in writing in every quote.
Use cases
- Imitation learning and VLA pretraining from human video
- Dexterous and bimanual manipulation, hand–object interaction
- World models: long, continuous, action-rich sessions with egomotion
- Action recognition and task-progress detection
Licence
This sample is free to download and use for evaluation, benchmarking and non-commercial research. Please credit "DataClue (dataclue.app)". Redistribution of the clips themselves and use in commercial model training are not permitted under the sample licence.
The full catalog is licensed per hour under a non-exclusive commercial training licence ($30/h standard, $40/h complex scenarios). Exclusive licences, annotation (2D/3D hand pose, action segments, narration) and custom collection are quoted per project. See licensing.
Privacy
Clips are de-identified before publication and file metadata, including location, is removed. If you believe you appear in this data, contact contact@dataclue.app and it will be removed.
Contact
Request a quote · contact@dataclue.app · DataClue, Jersey City, NJ, United States